{"id":"W1512738107","doi":"10.1212/wnl.82.10_supplement.p1.228","title":"Predicting Response To Interferon beta-1b Therapy In Patients With Clinically Isolated Syndrome (P1.228)","year":2014,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Interferon beta; Medicine; Interferon beta-1b; BETA (programming language); Interferon; Immunology; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001050534,0.0005594002,0.0004753323,0.0006329996,0.0001777099,0.0003454251,0.000287358,0.0005133746,0.001059174],"category_scores_gemma":[0.003163345,0.0001679531,0.0003297872,0.0002827368,0.0002333496,0.0002641489,0.0003119944,0.0004019124,0.0003553692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001632216,"about_ca_system_score_gemma":0.0001724275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007123428,"about_ca_topic_score_gemma":0.001016172,"domain_scores_codex":[0.9996248,0.0001512391,0.0000425976,0.00007093594,0.00007538615,0.00003500827],"domain_scores_gemma":[0.9985409,0.0005223494,0.0005407257,0.00004460991,0.0001271122,0.0002242252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009189279,0.00007124553,0.9943768,0.00001590799,0.00004975918,0.00007508339,0.00002121961,0.0001261535,0.0005521065,0.000006054352,0.00009931446,0.003687366],"study_design_scores_gemma":[0.000102983,0.001045091,0.9963212,0.00001168727,0.00005267997,0.0006257815,0.00003989453,0.001411485,0.0002498741,0.00002262136,0.0001111243,0.000005637114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996118,0.00009723548,0.00005823248,0.00002065146,0.000003515825,0.000007536341,0.00004760612,0.000002714473,0.0001507964],"genre_scores_gemma":[0.9995554,0.00003002695,0.0001488346,0.00001767634,0.00001029403,0.000006169834,0.0001728655,0.000001107508,0.0000576588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001059174,"threshold_uncertainty_score":0.005555809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03197984489266201,"score_gpt":0.3148280608564888,"score_spread":0.2828482159638268,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}